Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004897

The MH-36 locality cells most similar to this Dharashiv cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.137

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880005838

distance 0.137

#2 · Dharashivcell 4880004276

distance 0.144

#3 · Beedcell 4700002218

distance 0.166 · cross-district

#4 · Dharashivcell 4880004186

distance 0.174

#5 · Dharashivcell 4880004995

distance 0.177

#6 · Ahmednagarcell 4660010430

distance 0.183 · cross-district

#7 · Dharashivcell 4880004271

distance 0.185

#8 · Dharashivcell 4880006149

distance 0.188

#9 · Ahmednagarcell 4660001542

distance 0.192 · cross-district

#10 · Solapurcell 4960000354

distance 0.194 · cross-district

#11 · Ahmednagarcell 4660010101

distance 0.196 · cross-district

#12 · Beedcell 4700000093

distance 0.196 · cross-district

#13 · Punecell 4900005543

distance 0.198 · cross-district

#14 · Ahmednagarcell 4660003509

distance 0.201 · cross-district

#15 · Dharashivcell 4880005221

distance 0.201

#16 · Buldhanacell 4720002643

distance 0.202 · cross-district

#17 · Dharashivcell 4880004191

distance 0.202

#18 · Ahmednagarcell 4660010117

distance 0.203 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":488,"cluster_id":4880004897}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.